Environmental Science

Artificial Neuronal Networks

Application to Ecology and Evolution

Editors: Lek, Sovan, Guegan, Jean-Francois (Eds.)

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eBook $89.00
price for USA (gross)
  • ISBN 978-3-642-57030-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Hardcover $239.00
price for USA
  • ISBN 978-3-540-66921-0
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Softcover $122.00
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  • ISBN 978-3-642-63116-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

In this book, an easily understandable account of modelling methods with artificial neuronal networks for practical applications in ecology and evolution is provided. Special features include examples of applications using both supervised and unsupervised training, comparative analysis of artificial neural networks and conventional statistical methods, and proposals to deal with poor datasets. Extensive references and a large range of topics make this book a useful guide for ecologists, evolutionary ecologists and population geneticists.

Table of contents (16 chapters)

  • Neuronal Networks: Algorithms and Architectures for Ecologists and Evolutionary Ecologists

    Lek, S. (et al.)

    Pages 3-27

  • Predicting Ecologically Important Vegetation Variables from Remotely Sensed Optical/Radar Data Using Neuronal Networks

    Kimes, D. S. (et al.)

    Pages 31-44

  • Soft Mapping of Coastal Vegetation from Remotely Sensed Imagery with a Feed-Forward Neuronal Network

    Foody, G. M.

    Pages 45-56

  • Ultrafast Estimation of Neotropical Forest DBH Distributions from Ground Based Photographs Using a Neuronal Network

    Dubois, M. A. (et al.)

    Pages 57-68

  • Normalized Difference Vegetation Index Estimation in Grasslands of Patagonia by ANN Analysis of Satellite and Climatic Data

    Tomasel, F. G. (et al.)

    Pages 69-79

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-642-57030-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $239.00
price for USA
  • ISBN 978-3-540-66921-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $122.00
price for USA
  • ISBN 978-3-642-63116-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Neuronal Networks
Book Subtitle
Application to Ecology and Evolution
Editors
  • Sovan Lek
  • Jean-Francois Guegan
Series Title
Environmental Science
Copyright
2000
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-57030-8
DOI
10.1007/978-3-642-57030-8
Hardcover ISBN
978-3-540-66921-0
Softcover ISBN
978-3-642-63116-0
Series ISSN
1431-6250
Edition Number
1
Number of Pages
XXVI, 262
Number of Illustrations and Tables
124 b/w illustrations, 1 illustrations in colour
Topics